Liang Zhang (张亮)'s Homepage

Contact

• Office: No. 586, Room 339, Building 5
• Address: South Fourth Street 4#, Zhong Guan Cun, Beijing
• email: zhangliang###ios**ac*cn

About me

I am currently a Ph.D student in the group. My main research interests are:

• Safety and Trustworthiness of Deep Neural Networks and Graph Neural Networks

Education

• Sept. 2018 – present: Ph.D. Student in Computer Software and Theory at Institute of Software, Chinese Academy of Sciences and University of Chinese Academy of Sciences
• Sept. 2014 – Jun. 2018: Computer Science and Technology (Bachelor’s degree) at EECS, Peking University

Publications

• Liang Zhang, Nathaniel Xu, Pengfei Yang, Gaojie Jin, Cheng-Chao Huang, Lijun Zhang: TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models. In IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023, pages 8293-8305, 2023. DOI BIB
• Gaojie Jin, Xinping Yi, Liang Zhang, Lijun Zhang, Sven Schewe (), Xiaowei Huang (): How does Weight Correlation Affect Generalisation Ability of Deep Neural Networks?. In Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual, 2020. URL BIB